プロジェクト概要:Load, clean, and visualize scraped Google Play Store data to gain insights into the Android app market.
- チーム数:1名
- 手順:(Project tasks order)
- Google Play Store apps and reviews
- Data cleaning
- Exploring app categories
- Distribution of app ratings
- Size and price of an app
- Relation between app category and app price
- Filter out "junk" apps
- Popularity of paid apps vs free apps
- Sentiment analysis of user reviews
- 使用ツール:Python、Jupyter notebook, Pandas, Gensim.
- 結果: The project provided a comprehensive analysis of the Android app market by comparing over ten thousand apps in Google Play across different categories. It also extracted insights in the data to devise strategies to drive growth and retention.
- 表彰歴:Datacamp オンラインWebベースの証明書